Effects of carbon concentration and cooling rate on continuous cooling transformations predicted by artificial neural network

ISIJ International

Volumn 39, Issue 10, 1999, Pages 1038-1046

  Wang, Jiajun ^a   Van Der Wolk, Pieter J ^b   Van Der Zwaag, Sybrand ^a,b  

^a NETHERLANDS INSTITUTE FOR METALS RESEARCH   (Netherlands)

^b DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

BAINITE; COMPOSITION EFFECTS; COOLING; DECOMPOSITION; FERRITES; MARTENSITE; MATHEMATICAL MODELS; NEURAL NETWORKS; NUCLEATION; PEARLITE; THERMAL EFFECTS; THERMODYNAMIC STABILITY;

ATHERMAL NUCLEATION; CONTINUOUS COOLING TRANSFORMATIONS (CCT);

CARBON STEEL;

EID: 0033345088     PISSN: 09151559     EISSN: None     Source Type: Journal    
DOI: 10.2355/isijinternational.39.1038     Document Type: Article

References (20)

1. J. R. Davis, G. M. Davidson, S. R. Lampman, T. B. Zorc, J. L. Daquila, A. W. Ronke, K. L. Henniger and R. C. Uhl: ASM Handbook. ASM International. Natevials Park, Ohio, (1995), 7.
2. W. Steven and A. G. Haynes: JISI, 183 (1956), 349.
3. K. W. Andrews: JISI, 203 (1956), 721.
4. C. Y. Kung and J. J. Rayment: Hardenability Concepts with Applications to Steel, TMS-AIME, Warrendale, PA, (1978), 229.
5. R. Hecht-Nielsen: Neurocomputing, Addison-Wesley Publishing Company, Inc., Reading, Massachusetts, (1991), 11.
6. P. J. van der Wolk, W. G. Vermeulen and S. Van der Zwaag: 2nd Int. Conf. on Modelling of Metal Rolling Processes, The Institute of Materials, London, (1996), 378.
7. J. Wang, P. Van der Wolk and S. Van der Zwaag: Proc. Bainitische und Martensitische Umwandlungen, AWT & ATTT, Belfort, France, (1999), (paper no. 18).
8. J. Wang, P. Van der Wolk and S. Van der Zwaag: Influence of Alloying Elements and Their Interactions on the Martensite Start Temperature, EuroMat Conference, Munich, (1999), to be published.
9. C. Dorrepaal: Modelling of CCT Diagrams Using Artiticial Neural Networks, Delft University of Technology, Master, (1997).
10. R.W. Kennard and L. A. Stone: Technometrics, 11 (1969), 137
11. W. W. Cias: Phase Transformation Kinetics and Hardenability of Medium-carbon Alloy Steels, Climax Molybdenum Company, Greenwich, (1973), 248.
12. G. F. van der Voort: Atlas of Time-Temperature Diagrams for Irons and Steels. ASM International, Reading, PA, (1991), 12.
13. R. H. Davies, A. T. Dinsdale, J. A. Gisby, S. M. Hodson and T. I. Barry: MTDATA Handbook, National Physical Laboratory, Middlesex, UK, (1994), 1.
14. H. K. D. H. Bhadeshia and J. W. Christian: Metall. Trans. A, 21A (1990), No. 4, 767.
15. H. I. Aaronson, W. T. J. Reynolds, G. J. Shiflet and G. Spanos: Metall.Trans. A, 21A (1990), No. 6, 1343.
16. H. I. Aaronson, D. E. Laughlin, R. F. Sekerka and C. M. Wayman: Solid-Solid Phase Transformations, Metall. Soc., AIME, (1982), 567.
17. H. K. D. H. Bhadeshia: Met. Sci., 15 (1981), 175.
18. H. K. D. H. Bhadeshia: Met. Sci., 15 (1981), 178.
19. G. Ghosh and G. B. Olson: Acta Metall. Mater., 42 (1994), No. 10, 3361.
20. A. R. Entwisle: Metall. Trans., 2 (1971), 2395.